Run
1840746

Run 1840746

Task 125966 (Supervised Classification) SpeedDating Uploaded 23-11-2016 by Kevin Chang
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Flow

weka.HoeffdingTree(4)Geoff Hulten, Laurie Spencer, Pedro Domingos: Mining time-changing data streams. In: ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining, 97-106, 2001.
weka.HoeffdingTree(4)_L0
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G50.0
weka.HoeffdingTree(4)_N0.0

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
0.5988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1545.8308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.28
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
0.7835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0173
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9934
Cross-validation details (10-fold Crossvalidation)