Run
541247

Run 541247

Task 3880 (Supervised Classification) arrhythmia Uploaded 23-03-2016 by Martijn Post
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Flow

weka.HoeffdingTree(4)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(4)_L2
weka.HoeffdingTree(4)_S1
weka.HoeffdingTree(4)_E1.0E-7
weka.HoeffdingTree(4)_H0.05
weka.HoeffdingTree(4)_M0.01
weka.HoeffdingTree(4)_G200.0
weka.HoeffdingTree(4)_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
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.4755
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2765
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.7424
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.7235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
78.0005
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.2002
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
46.8003
Cross-validation details (10-fold Crossvalidation)