Run
514658

Run 514658

Task 9989 (Supervised Classification) energy-efficiency Uploaded 28-01-2016 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
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.22
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0515
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6706
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8322
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
333.591
UserCPU time millis testing
0.401
UserCPU time millis training
333.19