Run
509594

Run 509594

Task 3564 (Supervised Classification) analcatdata_germangss 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
0.4983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.5369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3763
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.2475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0033
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4166
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.645
UserCPU time millis testing
0.191
UserCPU time millis training
4.454