Run
522497

Run 522497

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-02-2016 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
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8448
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2521.0736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1493
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8945
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
36.615
UserCPU time millis testing
1.573
UserCPU time millis training
35.042