Run
519824

Run 519824

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
321.5295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.174
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8416
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
48.954
UserCPU time millis testing
3.915
UserCPU time millis training
45.039