Run
222720

Run 222720

Task 4570 (Supervised Classification) ipums_la_98-small Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.DecisionTable_BestFirst(5)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.DecisionTable_BestFirst(5)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(5)_X1
weka.BestFirst(3)_D1
weka.BestFirst(3)_N5

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
0.8085
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8529
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0633
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-29778.676
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1669
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1891
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
74850
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8666
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8958
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8958
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8824
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2859
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.93
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
918.0213
UserCPU time millis
4070
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
4050
Cross-validation details (10 times 10-fold Crossvalidation)