Run
8469709

Run 8469709

Task 145854 (Supervised Classification) nomao Uploaded 04-11-2017 by OpenML_Bot R
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  • AzureBot1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1452
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size2040
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.808932025684044
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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24333.3082
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.6751
UserCPU time millis
2695.91
UserCPU time millis testing
53.441
UserCPU time millis training
2642.469