Run
540856

Run 540856

Task 3627 (Supervised Classification) cpu_act Uploaded 22-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree113
classif.randomForest(50)_mtry39
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6871.2356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9365
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5486
Cross-validation details (10-fold Crossvalidation)