Run
1840334

Run 1840334

Task 125969 (Supervised Classification) SpeedDating Uploaded 22-11-2016 by J B
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Flow

weka.HoeffdingTree(3)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(3)_L0
weka.HoeffdingTree(3)_S1
weka.HoeffdingTree(3)_E1.0E-7
weka.HoeffdingTree(3)_H0.05
weka.HoeffdingTree(3)_M0.01
weka.HoeffdingTree(3)_G450.0
weka.HoeffdingTree(3)_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
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.327
Cross-validation details (10-fold Crossvalidation)
F measure
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1910.832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2676
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
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9789
Cross-validation details (10-fold Crossvalidation)
Total cost
2740
Cross-validation details (10-fold Crossvalidation)