Run
508771

Run 508771

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.cforest(4)Learner classif.cforest from package(s) party.
classif.cforest(4)_seed1
classif.cforest(4)_kindMersenne-Twister
classif.cforest(4)_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
0.5221
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.7303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3149
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.239
UserCPU time millis testing
0.379
UserCPU time millis training
7.86