Run
8595277

Run 8595277

Task 145862 (Supervised Classification) qsar-biodeg Uploaded 29-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1055
mlr.classif.ranger(9)_mtry34
mlr.classif.ranger(9)_min.node.size15
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.80796350389719
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9244
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
590.271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2034
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
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6637
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1089.9132
UserCPU time millis
40.162
UserCPU time millis testing
0.884
UserCPU time millis training
39.278