Run
180990

Run 180990

Task 4279 (Supervised Classification) rmftsa_sleepdata 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
0.6067
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4404
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2047
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
2647.2292
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.28
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
10240
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
0.4409
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.44
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.44
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7967
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5291
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.2624
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1325.942
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10 times 10-fold Crossvalidation)