Run
7931851

Run 7931851

Task 15 (Supervised Classification) breast-w Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForestSRC.imputed.preproc(1)Learner mlr.classif.randomForestSRC.imputed.preproc from package(s) randomForestSRC.
mlr.classif.randomForestSRC.imputed.preproc(1)_openml.seed1
mlr.classif.randomForestSRC.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.randomForestSRC.imputed.preproc(1)_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
0.9918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
612.7342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9685
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1337
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.675
UserCPU time millis testing
1.299
UserCPU time millis training
9.376