Run
8356958

Run 8356958

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees442
mlr.classif.ranger(13)_mtry24
mlr.classif.ranger(13)_min.node.size160
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.816020993259735
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
430.0433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.277
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
0.8281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7468
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.9179
UserCPU time millis
22.008
UserCPU time millis testing
0.722
UserCPU time millis training
21.286