OpenML
8323886

Run 8323886

Task 3492 (Supervised Classification) monks-problems-1 Uploaded 30-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1252
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size11
mlr.classif.ranger(13)_sample.fraction0.190779713424854
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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9441
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8885
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.7006
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2247
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9442
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.9442
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2792
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1305.615
UserCPU time millis
7.367
UserCPU time millis testing
0.84
UserCPU time millis training
6.527