Run
235637

Run 235637

Task 236 (Supervised Classification) letter Uploaded 02-03-2015 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
0.9541
Per class
Cross-validation details (33% Holdout set)
F measure
0.6379
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6255
Cross-validation details (33% Holdout set)
KB relative information score
4524.8328
Cross-validation details (33% Holdout set)
Mean absolute error
0.032
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.074
Cross-validation details (33% Holdout set)
Number of instances
6600
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6554
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.64
Cross-validation details (33% Holdout set)
Prior entropy
4.6998
Cross-validation details (33% Holdout set)
Recall
0.64
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.433
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1923
Cross-validation details (33% Holdout set)
Root mean squared error
0.1401
Cross-validation details (33% Holdout set)
Root relative squared error
0.7284
Cross-validation details (33% Holdout set)
SciMark benchmark
1356.2994
UserCPU time millis
4690
Cross-validation details (33% Holdout set)
UserCPU time millis testing
2270
Cross-validation details (33% Holdout set)
UserCPU time millis training
2420
Cross-validation details (33% Holdout set)