Run
514684

Run 514684

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

classif.IBk(5)Learner classif.IBk from package(s) RWeka.
classif.IBk(5)_seed1
classif.IBk(5)_kindMersenne-Twister
classif.IBk(5)_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
0.5223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7683
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-38.1467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2213
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
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3212
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.213
UserCPU time millis testing
1.307
UserCPU time millis training
1.906