OpenML
520697

Run 520697

Task 3681 (Supervised Classification) puma8NH 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
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4977.9104
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1962
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8858
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.726
UserCPU time millis testing
0.024
UserCPU time millis training
0.702