Run
7750

Run 7750

Task 42 (Supervised Classification) haberman Uploaded 22-05-2014 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)_K3
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
0.6478
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.4693
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3257
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.7071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0442
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.8656[567.41727621999961015.7906865781697482.5806157404377910.22218605324211758.3172656914378]