Run
542866

Run 542866

Task 3496 (Supervised Classification) SPECTF Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree157
classif.randomForest(54)_mtry2
classif.randomForest(54)_seed1
classif.randomForest(54)_kindMersenne-Twister
classif.randomForest(54)_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
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
298.6691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.9484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.13
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5102
Cross-validation details (10-fold Crossvalidation)