Run
220307

Run 220307

Task 3910 (Supervised Classification) ar3 Uploaded 01-03-2015 by Jan van Rijn
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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
0.5602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1.0731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2303
Cross-validation details (10-fold Crossvalidation)
Number of instances
63
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8135
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5802
Cross-validation details (10-fold Crossvalidation)
Recall
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3332
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.434
UserCPU time millis training