Run
523764

Run 523764

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.5819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4329
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1693
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13551.2228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3518
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.4724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2778
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.081
UserCPU time millis testing
0.156
UserCPU time millis training
3.925