Test Result : LogisticRegressionSuite

0 failures (±0) , 1 skipped (±0)

60 tests (±0)

Took 4 min 21 sec.

All Tests

Test name	Duration	Status
MultiClassSummarizer	3 ms	Passed
MultiClassSummarizer with weighted samples	1 ms	Passed
binary logistic regression with all labels the same	0.74 sec	Passed
binary logistic regression with intercept with ElasticNet regularization	16 sec	Passed
binary logistic regression with intercept with L1 regularization	4.7 sec	Passed
binary logistic regression with intercept with L2 regularization	2.2 sec	Passed
binary logistic regression with intercept with L2 regularization with bound	2.2 sec	Passed
binary logistic regression with intercept with strong L1 regularization	0.85 sec	Passed
binary logistic regression with intercept without regularization	2.6 sec	Passed
binary logistic regression with intercept without regularization with bound	7 sec	Passed
binary logistic regression without intercept with ElasticNet regularization	7.5 sec	Passed
binary logistic regression without intercept with L1 regularization	4 sec	Passed
binary logistic regression without intercept with L2 regularization	1.5 sec	Passed
binary logistic regression without intercept with L2 regularization with bound	1.3 sec	Passed
binary logistic regression without intercept without regularization	2.4 sec	Passed
binary logistic regression without intercept without regularization with bound	1.5 sec	Passed
binary logistic regression: Predictor, Classifier methods	2.5 sec	Passed
check summary types for binary and multiclass	0.8 sec	Passed
coefficients and intercept methods	0.39 sec	Passed
compressed coefficients	2.4 sec	Passed
compressed storage for constant label	0.33 sec	Passed
empty probabilityCol or predictionCol	1.8 sec	Passed
evaluate on test set	2 sec	Passed
evaluate with labels that are not doubles	0.98 sec	Passed
export test data into CSV format	-1 ms	Skipped
logistic regression doesn't fit intercept when fitIntercept is off	1.2 sec	Passed
logistic regression with sample weights	12 sec	Passed
logistic regression with setters	1.9 sec	Passed
logistic regression: default params	3 sec	Passed
logistic regression: illegal params	4.1 sec	Passed
multiclass logistic regression with all labels the same	1 sec	Passed
multinomial logistic regression with intercept with L1 regularization	30 sec	Passed
multinomial logistic regression with intercept with L2 regularization	8.2 sec	Passed
multinomial logistic regression with intercept with L2 regularization with bound	4.9 sec	Passed
multinomial logistic regression with intercept with elasticnet regularization	31 sec	Passed
multinomial logistic regression with intercept with strong L1 regularization	1.1 sec	Passed
multinomial logistic regression with intercept without regularization	5.4 sec	Passed
multinomial logistic regression with intercept without regularization with bound	18 sec	Passed
multinomial logistic regression with zero variance (SPARK-21681)	0.89 sec	Passed
multinomial logistic regression without intercept with L1 regularization	17 sec	Passed
multinomial logistic regression without intercept with L2 regularization	4 sec	Passed
multinomial logistic regression without intercept with L2 regularization with bound	2 sec	Passed
multinomial logistic regression without intercept with elasticnet regularization	10 sec	Passed
multinomial logistic regression without intercept without regularization	3.5 sec	Passed
multinomial logistic regression without intercept without regularization with bound	3.6 sec	Passed
multinomial logistic regression: Predictor, Classifier methods	6.1 sec	Passed
numClasses specified in metadata/inferred	0.49 sec	Passed
overflow prediction for multiclass	0.22 sec	Passed
params	0.62 sec	Passed
prediction on single instance	1.8 sec	Passed
read/write	3.9 sec	Passed
set family	1.9 sec	Passed
set initial model	2.9 sec	Passed
setThreshold, getThreshold	8 ms	Passed
should support all NumericType labels and weights, and not support other types	1.5 sec	Passed
sparse coefficients in LogisticAggregator	11 ms	Passed
statistics on training data	0.67 sec	Passed
string params should be case-insensitive	1.6 sec	Passed
thresholds prediction	5.9 sec	Passed
toString	0 ms	Passed