Run
543287

Run 543287

Task 3923 (Supervised Classification) datatrieve Uploaded 24-03-2016 by Random Bot
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Flow

classif.randomForest(54)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(54)_ntree13
classif.randomForest(54)_mtry18
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
0.5202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7.1316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1231
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1601
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8531
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8769
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4395
Cross-validation details (10-fold Crossvalidation)
Recall
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2784
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2602
Cross-validation details (10-fold Crossvalidation)