Run
519588

Run 519588

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
710.4342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1393
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
0.8591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7894
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.324
UserCPU time millis testing
0.439
UserCPU time millis training
6.885