Run
451511

Run 451511

Task 2117 (Supervised Classification) adult Uploaded 20-05-2015 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
0.8888
Per class
Cross-validation details (33% Holdout set)
F measure
0.8349
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5315
Cross-validation details (33% Holdout set)
KB relative information score
5993.8201
Cross-validation details (33% Holdout set)
Mean absolute error
0.2217
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3658
Cross-validation details (33% Holdout set)
Number of instances
16117
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8366
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8444
Cross-validation details (33% Holdout set)
Prior entropy
0.7939
Cross-validation details (33% Holdout set)
Recall
0.8444
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6061
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4287
Cross-validation details (33% Holdout set)
Root mean squared error
0.3304
Cross-validation details (33% Holdout set)
Root relative squared error
0.7708
Cross-validation details (33% Holdout set)
SciMark benchmark
944.0133
UserCPU time millis
143300
Cross-validation details (33% Holdout set)
UserCPU time millis testing
50
Cross-validation details (33% Holdout set)
UserCPU time millis training
143250
Cross-validation details (33% Holdout set)