Run
181107

Run 181107

Task 4404 (Supervised Classification) fri_c4_250_100 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
0.5384
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5464
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.079
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
245.7546
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4416
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2500
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
0.5483
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.5584
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.5584
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.896
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6645
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.3387
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1073.494
UserCPU time millis
100
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10 times 10-fold Crossvalidation)