DEVELOPMENT... OpenML
Run
180679

Run 180679

Task 3730 (Supervised Classification) fri_c2_1000_50 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
0.5235
Per class
F measure
0.4883
Per class
Kappa
0.0535
KB relative information score
159.7857
Mean absolute error
0.404
Mean prior absolute error
0.4866
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6089
Per class
Predictive accuracy
0.596
Prior entropy
0.9806
Recall
0.596
Per class
Relative absolute error
0.8303
Root mean prior squared error
0.4932
Root mean squared error
0.6356
Root relative squared error
1.2887
SciMark benchmark
825.5282
UserCPU time millis
1800
UserCPU time millis testing
750
UserCPU time millis training
1050