Run
1617230

Run 1617230

Task 7592 (Supervised Classification) adult Uploaded 19-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
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
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5232
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21291.7306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1953
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3498
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8199
Cross-validation details (10-fold Crossvalidation)