Run
520225

Run 520225

Task 10100 (Supervised Classification) PieChart4 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
0.6731
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
669.0189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0898
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9156
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.604
UserCPU time millis testing
0.169
UserCPU time millis training
17.435