Run
513924

Run 513924

Task 3819 (Supervised Classification) molecular-biology_promoters 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
0.5449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.617
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1148
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.4496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9088
Cross-validation details (10-fold Crossvalidation)
Recall
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1771
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.221
UserCPU time millis testing
0.423
UserCPU time millis training
1.798