Run
8775278

Run 8775278

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 04-01-2018 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.trees1109
mlr.classif.ranger(16)_mtry18
mlr.classif.ranger(16)_min.node.size49
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.7439669320127
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
526.1333
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2358
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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6855
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.5125
UserCPU time millis
13.807
UserCPU time millis testing
0.462
UserCPU time millis training
13.345