Run
8646973

Run 8646973

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees184
mlr.classif.ranger(15)_mtry35
mlr.classif.ranger(15)_min.node.size226
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.675099716661498
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8605
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3068
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
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8025
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1350.2959
UserCPU time millis
1.46
UserCPU time millis testing
0.08
UserCPU time millis training
1.38