Run
545801

Run 545801

Task 3592 (Supervised Classification) fri_c2_100_5 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7467
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
46.994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.25
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4804
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.75
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9721
Cross-validation details (10-fold Crossvalidation)
Recall
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0206
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.331
UserCPU time millis testing
1.069
UserCPU time millis training
3.262