Run
561815

Run 561815

Task 3708 (Supervised Classification) house_8L Uploaded 17-04-2016 by Martijn Post
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Wweka.classifiers.bayes.NaiveBayes

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
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4019
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10523.5644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9115
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.3565
UserCPU time millis
171.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
62.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
109.375
Cross-validation details (10-fold Crossvalidation)