Run
219879

Run 219879

Task 257 (Supervised Classification) colic Uploaded 01-03-2015 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
0.8241
Per class
Cross-validation details (33% Holdout set)
F measure
0.8013
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5988
Cross-validation details (33% Holdout set)
KB relative information score
70.146
Cross-validation details (33% Holdout set)
Mean absolute error
0.2267
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4882
Cross-validation details (33% Holdout set)
Number of instances
121
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8014
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8017
Cross-validation details (33% Holdout set)
Prior entropy
0.9509
Cross-validation details (33% Holdout set)
Recall
0.8017
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4643
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.505
Cross-validation details (33% Holdout set)
Root mean squared error
0.4301
Cross-validation details (33% Holdout set)
Root relative squared error
0.8517
Cross-validation details (33% Holdout set)
SciMark benchmark
1299.5783
UserCPU time millis
10
UserCPU time millis testing
10