Run
509629

Run 509629

Task 3887 (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
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
278.2167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0925
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3495
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.905
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7716
Cross-validation details (10-fold Crossvalidation)
Recall
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4176
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7283
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.251
UserCPU time millis testing
0.302
UserCPU time millis training
2.949