Run
17968

Run 17968

Task 2075 (Supervised Classification) abalone Uploaded 09-06-2014 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
0.6174
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1212
Cross-validation details (10-fold Crossvalidation)
KB relative information score
986.8453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
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
0.2029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2241
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2241
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0878
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
942.3827[558.15700481013.6533323510344482.7975877024999905.19332426036521752.112015678972]