Run
516074

Run 516074

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6673
Cross-validation details (10-fold Crossvalidation)
KB relative information score
167.8044
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.16
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9868
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8075
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.961
UserCPU time millis testing
3.05
UserCPU time millis training
20.911