Run
452305

Run 452305

Task 4554 (Supervised Classification) analcatdata_marketing Uploaded 22-05-2015 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
0.4809
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5759
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
-0.0166
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-245.8988
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.4426
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4326
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3640
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
0.5594
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6146
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.901
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6146
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
1.023
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4649
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.5126
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1027
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
936.2574
UserCPU time millis
270
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
270
Cross-validation details (10 times 10-fold Crossvalidation)