Run
8782553

Run 8782553

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 08-01-2018 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.trees794
mlr.classif.ranger(16)_mtry26
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.488320171274245
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
0.9302
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
591.3392
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2056
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
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1370.5136
UserCPU time millis
14.146
UserCPU time millis testing
0.437
UserCPU time millis training
13.709