Run
9738

Run 9738

Task 52 (Supervised Classification) heart-statlog Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7755
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.4597
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2607
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
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
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7778
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8364
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
922.6369[554.7839091511904905.5239609968755483.88543266528814911.80521739130441757.185869335973]