Run
566276

Run 566276

Task 3817 (Supervised Classification) spectrometer Uploaded 20-04-2016 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_GainRatioAttributeEval_Ranker_NaiveBayes(1 )Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_NaiveBayes(1)_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
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8573
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-117.3984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1719
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3552
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.7821
UserCPU time millis
80
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)