OpenML
523711

Run 523711

Task 20 (Supervised Classification) mfeat-pixel 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
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1560.7819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.042
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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.79
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2049
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6831
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.461
UserCPU time millis testing
1.501
UserCPU time millis training
2.96