Run
405106

Run 405106

Task 4570 (Supervised Classification) ipums_la_98-small Uploaded 23-04-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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
0.7911
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.85
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.0422
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-28277.2097
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1643
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
0.8606
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8949
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8949
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.8688
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
0.2877
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9358
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
923.509
UserCPU time millis
380
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
360
Cross-validation details (10 times 10-fold Crossvalidation)