Run
7937055

Run 7937055

Task 3904 (Supervised Classification) jm1 Uploaded 26-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.RRF.imputed.dummied.preproc(1)Learner mlr.classif.RRF.imputed.dummied.preproc from package(s) RRF.
mlr.classif.RRF.imputed.dummied.preproc(1)_mtry9
mlr.classif.RRF.imputed.dummied.preproc(1)_coefReg0.725191476987675
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.RRF.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.RRF.imputed.dummied.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
0.7542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
696.2498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3121
Cross-validation details (10-fold Crossvalidation)
Number of instances
10885
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7088
Cross-validation details (10-fold Crossvalidation)
Recall
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9292
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
195.053
UserCPU time millis testing
3.14
UserCPU time millis training
191.913