Run
8646983

Run 8646983

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.trees1057
mlr.classif.ranger(15)_mtry32
mlr.classif.ranger(15)_min.node.size43
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.120357784116641
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
360.694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3039
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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7823
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1395.6049
UserCPU time millis
3.7
UserCPU time millis testing
0.22
UserCPU time millis training
3.48