Run
1840818

Run 1840818

Task 125966 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Jeroen Donners
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Flow

weka.LADTree(7)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(7)_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.

17 Evaluation measures

Area under ROC curve
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1086.3035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8526
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3258
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8782
Cross-validation details (10-fold Crossvalidation)