Run
509158

Run 509158

Task 3804 (Supervised Classification) lowbwt Uploaded 27-01-2016 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
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6796
Cross-validation details (10-fold Crossvalidation)
KB relative information score
128.8009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3984
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.113
UserCPU time millis testing
0.297
UserCPU time millis training
1.816