Run
8853342

Run 8853342

Task 145953 (Supervised Classification) kr-vs-kp Uploaded 27-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1558
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size25
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.455518709053285
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2652.3991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1018
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
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3126
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.8876
UserCPU time millis
16.03
UserCPU time millis testing
1.312
UserCPU time millis training
14.718