OpenML
520939

Run 520939

Task 22 (Supervised Classification) mfeat-zernike Uploaded 05-02-2016 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
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1207.3158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9177
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.711
UserCPU time millis testing
0.12
UserCPU time millis training
1.591