Run
542846

Run 542846

Task 3693 (Supervised Classification) fri_c4_100_100 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)_ntree336
classif.randomForest(54)_mtry13
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
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.7996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.81
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.81
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8734
Cross-validation details (10-fold Crossvalidation)