Run
515865

Run 515865

Task 10096 (Supervised Classification) CastMetal1 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
0.5014
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.7385
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2256
Cross-validation details (10-fold Crossvalidation)
Number of instances
327
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7782
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5594
Cross-validation details (10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3791
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1331
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.465
UserCPU time millis testing
0.233
UserCPU time millis training
4.232