Run
565287

Run 565287

Task 3881 (Supervised Classification) ipums_la_99-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
0.8813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2713.7185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0937
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1203
Cross-validation details (10-fold Crossvalidation)
Number of instances
8844
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
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9362
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3444
Cross-validation details (10-fold Crossvalidation)
Recall
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2452
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1357.1949
UserCPU time millis
21340
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
21290
Cross-validation details (10-fold Crossvalidation)