Run
7948978

Run 7948978

Task 59 (Supervised Classification) iris Uploaded 11-10-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(44)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(44)_xval0
mlr.classif.rpart(44)_openml.seed1
mlr.classif.rpart(44)_openml.kindMersenne-Twister
mlr.classif.rpart(44)_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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.91
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.8763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0615
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9401
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4168
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.21
UserCPU time millis testing
0.04
UserCPU time millis training
0.17