OpenML
8652344

Run 8652344

Task 3917 (Supervised Classification) kc1 Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees800
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size3
mlr.classif.ranger(16)_sample.fraction0.615079696080647
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8353
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.9629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.197
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8644
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7532
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1191.2954
UserCPU time millis
13.685
UserCPU time millis testing
1.169
UserCPU time millis training
12.516