Run
522350

Run 522350

Task 3842 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3278.6868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.405
UserCPU time millis testing
0.06
UserCPU time millis training
3.345