Run
514146

Run 514146

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.8937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.136
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7453
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.075
UserCPU time millis testing
3.059
UserCPU time millis training
15.016