Run
513454

Run 513454

Task 3018 (Supervised Classification) flags Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.8386
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
121.6207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0657
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.7371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2564
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
40.649
UserCPU time millis testing
4.87
UserCPU time millis training
35.779