DEVELOPMENT... OpenML
Run
180487

Run 180487

Task 3522 (Supervised Classification) tr11.wc 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
0.8324
Per class
F measure
0.7139
Per class
Kappa
0.6679
KB relative information score
267.2591
Mean absolute error
0.0585
Mean prior absolute error
0.1808
Number of instances
414
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7328
Per class
Predictive accuracy
0.7367
Prior entropy
2.7236
Recall
0.7367
Per class
Relative absolute error
0.3235
Root mean prior squared error
0.3004
Root mean squared error
0.2419
Root relative squared error
0.8052
SciMark benchmark
825.5282
UserCPU time millis
45390
UserCPU time millis testing
16870
UserCPU time millis training
28520