Run
514685

Run 514685

Task 9969 (Supervised Classification) thoracic-surgery Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.5034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0111
Cross-validation details (10-fold Crossvalidation)
KB relative information score
117.3266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8468
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6018
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0993
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.028
UserCPU time millis testing
1.147
UserCPU time millis training
1.881