Run
8770329

Run 8770329

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 02-01-2018 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.trees1611
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size57
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.499416107661091
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
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
466.2874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2637
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
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7133
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.5482
UserCPU time millis
7.347
UserCPU time millis testing
0.498
UserCPU time millis training
6.849