Run
8832879

Run 8832879

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 25-01-2018 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.trees985
mlr.classif.ranger(9)_mtry41
mlr.classif.ranger(9)_min.node.size153
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.539989422424696
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.8765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
399.1112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2877
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Number of instances
1055
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7721
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1763.9755
UserCPU time millis
10.472
UserCPU time millis testing
0.276
UserCPU time millis training
10.196