Run
543394

Run 543394

Task 3632 (Supervised Classification) fri_c1_500_50 Uploaded 24-03-2016 by Giuseppe Casalicchio
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Flow

classif.rpart(44)Learner classif.rpart from package(s) rpart.
classif.rpart(44)_xval0
classif.rpart(44)_seed1
classif.rpart(44)_kindMersenne-Twister
classif.rpart(44)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
349.4976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7755
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.31
UserCPU time millis testing
0.04
UserCPU time millis training
0.27