Run
6760

Run 6760

Task 54 (Supervised Classification) hepatitis Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K13
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8084
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.1129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8673
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.5408[558.5144281263492905.9497599083754482.79753594534895908.32989414330441752.1121496976039]