Run
513859

Run 513859

Task 3495 (Supervised Classification) SPECT 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
0.703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
103.3595
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1723
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8277
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0263
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.284
UserCPU time millis testing
0.433
UserCPU time millis training
2.851