Run
576908

Run 576908

Task 219 (Supervised Classification) electricity Uploaded 02-06-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_KStar(1)Weka implementation of AttributeSelectedClassifier
weka.KStar(4)_B20
weka.KStar(4)_Ma
weka.AttributeSelectedClassifier_KStar(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_KStar(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_KStar(1)_Wweka.classifiers.lazy.KStar

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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17512.8356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7829
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1580.7201
UserCPU time millis
3722860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
3722660
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)