Run
519672

Run 519672

Task 3821 (Supervised Classification) segment Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.9924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2281.3438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5925
Cross-validation details (10-fold Crossvalidation)
Recall
0.9978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.133
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.15
UserCPU time millis testing
0.077
UserCPU time millis training
11.073