Run
510366

Run 510366

Task 38 (Supervised Classification) ecoli 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
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
226.9905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7291
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.136
UserCPU time millis testing
0.032
UserCPU time millis training
0.104