Run
8869879

Run 8869879

Task 167120 (Supervised Classification) numerai28.6 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
0.5118
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4903
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2697.5585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
96320
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5141
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5141
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3942
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.5
UserCPU time millis testing
0.04
UserCPU time millis training
12.46