Run
8652077

Run 8652077

Task 3 (Supervised Classification) kr-vs-kp Uploaded 14-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1877
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size29
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.260748439934105
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9517
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1172.7674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3485
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
3196
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7214
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1422.9407
UserCPU time millis
14.32
UserCPU time millis testing
1.65
UserCPU time millis training
12.67