Run
180196

Run 180196

Task 260 (Supervised Classification) page-blocks Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.9126
Per class
Cross-validation details (33% Holdout set)
F measure
0.9681
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8253
Cross-validation details (33% Holdout set)
KB relative information score
1352.5203
Cross-validation details (33% Holdout set)
Mean absolute error
0.0126
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0747
Cross-validation details (33% Holdout set)
Number of instances
1806
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9683
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9684
Cross-validation details (33% Holdout set)
Prior entropy
0.6391
Cross-validation details (33% Holdout set)
Recall
0.9684
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1689
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1912
Cross-validation details (33% Holdout set)
Root mean squared error
0.1124
Cross-validation details (33% Holdout set)
Root relative squared error
0.5878
Cross-validation details (33% Holdout set)
SciMark benchmark
1315.395
UserCPU time millis
1420
Cross-validation details (33% Holdout set)
UserCPU time millis testing
770
Cross-validation details (33% Holdout set)
UserCPU time millis training
650
Cross-validation details (33% Holdout set)