Run
182266

Run 182266

Task 4600 (Supervised Classification) gina_prior Uploaded 25-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7549
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7542
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5091
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
17635.1225
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2456
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
34680
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
0.7559
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7544
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7544
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4914
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4956
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9914
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1318.5526
UserCPU time millis
246940
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
103980
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
142960
Cross-validation details (10 times 10-fold Crossvalidation)