Run
512391

Run 512391

Task 3749 (Supervised Classification) no2 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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.

20 Evaluation measures

Area under ROC curve
0.6259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.9914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6263
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2231
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.194
UserCPU time millis testing
0.042
UserCPU time millis training
0.152