Run
181354

Run 181354

Task 4547 (Supervised Classification) waveform-5000 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
0.7211
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7684
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.471
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
23992.5928
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2224
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.772
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7776
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7776
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4967
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4716
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9967
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1354.2491
UserCPU time millis
73210
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
37730
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
35480
Cross-validation details (10 times 10-fold Crossvalidation)