Run
472594

Run 472594

Task 258 (Supervised Classification) optdigits Uploaded 28-08-2015 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
0.9723
Per class
Cross-validation details (33% Holdout set)
F measure
0.7951
Per class
Cross-validation details (33% Holdout set)
Kappa
0.774
Cross-validation details (33% Holdout set)
KB relative information score
1379.511
Cross-validation details (33% Holdout set)
Mean absolute error
0.0698
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
1854
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.7977
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7967
Cross-validation details (33% Holdout set)
Prior entropy
3.3218
Cross-validation details (33% Holdout set)
Recall
0.7967
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3878
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1724
Cross-validation details (33% Holdout set)
Root relative squared error
0.5745
Cross-validation details (33% Holdout set)
SciMark benchmark
851.2074
UserCPU time millis
17670
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
17660
Cross-validation details (33% Holdout set)