Run
1842972

Run 1842972

Task 125968 (Supervised Classification) SpeedDating Uploaded 05-12-2016 by Kuijpers
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Flow

weka.HoeffdingTree(5)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(5)_L2
weka.HoeffdingTree(5)_S1
weka.HoeffdingTree(5)_E1.0E-7
weka.HoeffdingTree(5)_H0.05
weka.HoeffdingTree(5)_M0.01
weka.HoeffdingTree(5)_G200.0
weka.HoeffdingTree(5)_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
0.6535
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
6.666
Cross-validation details (10-fold Crossvalidation)
F measure
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-180.7576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2284
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
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8299
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0472
Cross-validation details (10-fold Crossvalidation)
Total cost
55848
Cross-validation details (10-fold Crossvalidation)