Run
538009

Run 538009

Task 3560 (Supervised Classification) analcatdata_dmft Uploaded 17-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree357
classif.randomForest(43)_mtry11
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.5201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.204
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0411
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.8035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2656
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2061
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9574
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5153
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3837
Cross-validation details (10-fold Crossvalidation)