Run
8490

Run 8490

Task 13 (Supervised Classification) breast-cancer 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)_K4
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
0.6533
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.3916
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
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
0.7514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9671
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.6594[564.8447996345401880.2901341727503482.7975877024999913.07556704216551762.2889234168845]