Run
519558

Run 519558

Task 9957 (Supervised Classification) qsar-biodeg Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(5)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(5)_seed1
classif.extraTrees(5)_kindMersenne-Twister
classif.extraTrees(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
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8703
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
736.1925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1289
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
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9226
Cross-validation details (10-fold Crossvalidation)
Recall
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2882
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4728
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7593
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.245
UserCPU time millis testing
0.319
UserCPU time millis training
3.926