Run
522206

Run 522206

Task 2076 (Supervised Classification) kropt Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(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
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19531.9547
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7201
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.7201
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7905
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
169.291
UserCPU time millis testing
8.537
UserCPU time millis training
160.754