Run
219886

Run 219886

Task 259 (Supervised Classification) credit-approval 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
0.8704
Per class
Cross-validation details (33% Holdout set)
F measure
0.8676
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7367
Cross-validation details (33% Holdout set)
KB relative information score
128.4064
Cross-validation details (33% Holdout set)
Mean absolute error
0.2414
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4978
Cross-validation details (33% Holdout set)
Number of instances
227
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.876
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8678
Cross-validation details (33% Holdout set)
Prior entropy
0.9913
Cross-validation details (33% Holdout set)
Recall
0.8678
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4848
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5008
Cross-validation details (33% Holdout set)
Root mean squared error
0.3356
Cross-validation details (33% Holdout set)
Root relative squared error
0.6701
Cross-validation details (33% Holdout set)
SciMark benchmark
912.7324
UserCPU time millis
Cross-validation details (33% Holdout set)
UserCPU time millis training
Cross-validation details (33% Holdout set)