Run
200994

Run 200994

Task 1919 (Supervised Classification) sonar Uploaded 27-02-2015 by Joaquin Vanschoren
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.9143
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8367
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6716
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1364.2873
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1723
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2080
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.839
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8375
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8375
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3462
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3353
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.6721
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
854.5188
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)