Run
538524

Run 538524

Task 3634 (Supervised Classification) fri_c3_100_25 Uploaded 21-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree68
classif.randomForest(50)_mtry2
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
0.6889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.384
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.1315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7003
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.101
Cross-validation details (10-fold Crossvalidation)