Run
10559937

Run 10559937

Task 3 (Supervised Classification) kr-vs-kp Uploaded 28-07-2021 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart(61)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(61)_xval0
mlr.classif.rpart(61)_openml.seed1
mlr.classif.rpart(61)_openml.kindMersenne-Twister
mlr.classif.rpart(61)_openml.normal.kindInversion
mlr.classif.rpart(61)_openml.sample.kindRejection

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.

21 Evaluation measures

Area under ROC curve
0.9681 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9681 ± 0.0118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9361 ± 0.0236
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.936 ± 0.0236
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0319 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499 ± 0
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.9681 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9681 ± 0.0117
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9681 ± 0.0118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.064 ± 0.0236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1786 ± 0.0346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3576 ± 0.0693
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.47
UserCPU time millis testing
0.22
UserCPU time millis training
0.25
Unweighted recall
0.9681 ± 0.0117
Cross-validation details (10-fold Crossvalidation)