DEVELOPMENT... OpenML
Run
181025

Run 181025

Task 4314 (Supervised Classification) fri_c1_1000_5 Uploaded 25-02-2015 by Felicia West
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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
0.8595
Per class
F measure
0.8616
Per class
Kappa
0.7208
KB relative information score
7206.1811
Mean absolute error
0.1382
Mean prior absolute error
0.4963
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8618
Per class
Predictive accuracy
0.8618
Prior entropy
0.9947
Recall
0.8618
Per class
Relative absolute error
0.2785
Root mean prior squared error
0.4981
Root mean squared error
0.3718
Root relative squared error
0.7463
SciMark benchmark
1325.942
UserCPU time millis
50
UserCPU time millis testing
20
UserCPU time millis training
30