Run
515570

Run 515570

Task 3653 (Supervised Classification) triazines Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.4646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Number of instances
186
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.7849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9415
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.457
UserCPU time millis testing
0.153
UserCPU time millis training
4.304