Run
8869839

Run 8869839

Task 9950 (Supervised Classification) micro-mass Uploaded 02-03-2018 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(47)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(47)_xval0
mlr.classif.rpart(47)_openml.seed1
mlr.classif.rpart(47)_openml.kindMersenne-Twister
mlr.classif.rpart(47)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7251
Cross-validation details (10-fold Crossvalidation)
KB relative information score
417.7791
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0257
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0941
Cross-validation details (10-fold Crossvalidation)
Number of instances
571
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7426
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.208
Cross-validation details (10-fold Crossvalidation)
Recall
0.7426
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2735
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2169
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.27
UserCPU time millis testing
1.43
UserCPU time millis training
3.84