Run
8770284

Run 8770284

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.trees1428
mlr.classif.ranger(16)_mtry31
mlr.classif.ranger(16)_min.node.size179
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.573574001668021
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
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5473
Cross-validation details (10-fold Crossvalidation)
KB relative information score
365.2933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3009
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
0.7987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3711
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1354.522
UserCPU time millis
11.637
UserCPU time millis testing
0.326
UserCPU time millis training
11.311