Run
565280

Run 565280

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_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_GainRatioAttributeEval_Ranker_Logistic(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_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
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1365.5201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Number of instances
7485
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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10-fold Crossvalidation)
Recall
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8064
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.1405
UserCPU time millis
17000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
16960
Cross-validation details (10-fold Crossvalidation)