Run
180217

Run 180217

Task 283 (Supervised Classification) vehicle 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
0.7114
Per class
Cross-validation details (33% Holdout set)
F measure
0.5335
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4208
Cross-validation details (33% Holdout set)
KB relative information score
131.8781
Cross-validation details (33% Holdout set)
Mean absolute error
0.2186
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3748
Cross-validation details (33% Holdout set)
Number of instances
279
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6001
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5627
Cross-validation details (33% Holdout set)
Prior entropy
1.9991
Cross-validation details (33% Holdout set)
Recall
0.5627
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5834
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4328
Cross-validation details (33% Holdout set)
Root mean squared error
0.4676
Cross-validation details (33% Holdout set)
Root relative squared error
1.0803
Cross-validation details (33% Holdout set)
SciMark benchmark
825.5282
UserCPU time millis
250
Cross-validation details (33% Holdout set)
UserCPU time millis testing
120
Cross-validation details (33% Holdout set)
UserCPU time millis training
130
Cross-validation details (33% Holdout set)