Run
521470

Run 521470

Task 9970 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
214
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2833
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
44.784
UserCPU time millis testing
0.435
UserCPU time millis training
44.349