OpenML
8652038

Run 8652038

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.trees473
mlr.classif.ranger(15)_mtry34
mlr.classif.ranger(15)_min.node.size30
mlr.classif.ranger(15)_sample.fraction0.567551607172936
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
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3003.0464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0331
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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2331
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1436.93
UserCPU time millis
7.76
UserCPU time millis testing
0.35
UserCPU time millis training
7.41