Run
536676

Run 536676

Task 3616 (Supervised Classification) pm10 Uploaded 14-03-2016 by Heidi Seibold
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Flow

classif.rpart(44)Learner classif.rpart from package(s) rpart.
classif.rpart(44)_xval0
classif.rpart(44)_seed1
classif.rpart(44)_kindMersenne-Twister
classif.rpart(44)_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
0.535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5376
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.9064
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4796
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1097
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.37
UserCPU time millis testing
0.11
UserCPU time millis training
0.26