Run
8789744

Run 8789744

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 14-01-2018 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.trees762
mlr.classif.ranger(16)_mtry31
mlr.classif.ranger(16)_min.node.size102
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.188240489619784
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
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
283.6802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3341
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
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8315
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.1319
UserCPU time millis
2.166
UserCPU time millis testing
0.302
UserCPU time millis training
1.864