Run
202247

Run 202247

Task 285 (Supervised Classification) vote 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)_K5
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
0.9844
Per class
Cross-validation details (33% Holdout set)
F measure
0.9584
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9131
Cross-validation details (33% Holdout set)
KB relative information score
123.3936
Cross-validation details (33% Holdout set)
Mean absolute error
0.0673
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4739
Cross-validation details (33% Holdout set)
Number of instances
143
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9622
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.958
Cross-validation details (33% Holdout set)
Prior entropy
0.9627
Cross-validation details (33% Holdout set)
Recall
0.958
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.142
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4865
Cross-validation details (33% Holdout set)
Root mean squared error
0.1958
Cross-validation details (33% Holdout set)
Root relative squared error
0.4024
Cross-validation details (33% Holdout set)
SciMark benchmark
1363.454
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)