DEVELOPMENT... OpenML
Run
180127

Run 180127

Task 18 (Supervised Classification) mfeat-morphological 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
0.8183
Per class
F measure
0.6726
Per class
Kappa
0.6367
KB relative information score
1316.0746
Mean absolute error
0.0654
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6728
Per class
Predictive accuracy
0.673
Prior entropy
3.3219
Recall
0.673
Per class
Relative absolute error
0.3633
Root mean prior squared error
0.3
Root mean squared error
0.2557
Root relative squared error
0.8524
SciMark benchmark
1325.2092
UserCPU time millis
260
UserCPU time millis testing
150
UserCPU time millis training
110