Run
311694

Run 311694

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 20-03-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_B10

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
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2127.7039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1603
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, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4871
Cross-validation details (10-fold Crossvalidation)
Recall
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3074
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9192
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1328.1545
UserCPU time millis
9860
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
9850
Cross-validation details (10-fold Crossvalidation)