Run
509256

Run 509256

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 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
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.6281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0854
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7009
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7009
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.901
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.187
UserCPU time millis testing
0.049
UserCPU time millis training
0.138