Run
522044

Run 522044

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 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
0.8011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6015
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12275.458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1925
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.8075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8933
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.624
UserCPU time millis testing
0.036
UserCPU time millis training
1.588