Run
200954

Run 200954

Task 1821 (Supervised Classification) ionosphere 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
0.8846
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.8393
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6435
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
1131.5339
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1593
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1755
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8636
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8484
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8484
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.3459
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.346
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7212
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1363.454
UserCPU time millis
30
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (5 times 2-fold Crossvalidation)