Run
560834

Run 560834

Task 3843 (Supervised Classification) optdigits Uploaded 16-04-2016 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_Logistic(1)Weka implementation of AttributeSelectedClassifier
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_M-1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_Logistic(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5026.0833
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0147
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0803
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.096
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.3565
UserCPU time millis
671.875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
656.25
Cross-validation details (10-fold Crossvalidation)