Run
190846

Run 190846

Task 3528 (Supervised Classification) la2s.wc Uploaded 26-02-2015 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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5976
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1867.5441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2655
Cross-validation details (10-fold Crossvalidation)
Number of instances
3075
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7359
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1321.3021
UserCPU time millis
6623130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3654280
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2968850
Cross-validation details (10-fold Crossvalidation)