Run
274221

Run 274221

Task 4234 (Supervised Classification) oh5.wc Uploaded 06-03-2015 by Joaquin Vanschoren
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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)_L2
weka.HoeffdingTree(3)_S1
weka.HoeffdingTree(3)_E1.0E-7
weka.HoeffdingTree(3)_H0.05
weka.HoeffdingTree(3)_M0.01
weka.HoeffdingTree(3)_G200.0
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.

22 Evaluation measures

Area under ROC curve
0.7306
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4717
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4532
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
4644.8195
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1003
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1775
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
9180
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.699
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4988
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.2382
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4988
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5648
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.2979
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3164
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.0622
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1347.388
UserCPU time millis
20700
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
9190
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
11510
Cross-validation details (10 times 10-fold Crossvalidation)