Run
342164

Run 342164

Task 4235 (Supervised Classification) re1.wc Uploaded 27-03-2015 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
0.9184
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.5719
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5826
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
9149.539
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0356
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.071
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
16570
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.5264
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6502
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.8125
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6502
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5008
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1883
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.133
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7066
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1337.3324
UserCPU time millis
394310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
394310
Cross-validation details (10 times 10-fold Crossvalidation)