Run
8646886

Run 8646886

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.trees99
mlr.classif.ranger(15)_mtry41
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.352498269383796
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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6907
Cross-validation details (10-fold Crossvalidation)
KB relative information score
567.4424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2175
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
0.8629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1414.6144
UserCPU time millis
2
UserCPU time millis testing
0.04
UserCPU time millis training
1.96