Run
5852619

Run 5852619

Task 9971 (Supervised Classification) ilpd Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot11 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1969
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_sample.fraction0.480799809983
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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.

21 Evaluation measures

Area under ROC curve
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6734
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1655
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.6919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3499
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8552
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9307
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.0326
UserCPU time millis
32.775
UserCPU time millis testing
2.265
UserCPU time millis training
30.51