Run
516579

Run 516579

Task 3898 (Supervised Classification) kc1-top5 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.6104
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10.5821
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1096
Cross-validation details (10-fold Crossvalidation)
Number of instances
145
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3323
Cross-validation details (10-fold Crossvalidation)
Recall
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2284
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1498
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.308
UserCPU time millis testing
0.123
UserCPU time millis training
2.185