Run
524003

Run 524003

Task 9981 (Supervised Classification) cnae-9 Uploaded 12-02-2016 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
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
793.4193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.056
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Number of instances
1080
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7481
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7481
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7528
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.744
UserCPU time millis testing
1.342
UserCPU time millis training
6.402