Run
200863

Run 200863

Task 246 (Supervised Classification) mfeat-karhunen 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
0.9943
Per class
Cross-validation details (33% Holdout set)
F measure
0.9696
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9663
Cross-validation details (33% Holdout set)
KB relative information score
637.2721
Cross-validation details (33% Holdout set)
Mean absolute error
0.01
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
660
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9707
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9697
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.9697
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0557
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.0713
Cross-validation details (33% Holdout set)
Root relative squared error
0.2377
Cross-validation details (33% Holdout set)
SciMark benchmark
882.7843
UserCPU time millis
3820
Cross-validation details (33% Holdout set)
UserCPU time millis testing
3820
Cross-validation details (33% Holdout set)