Run
541205

Run 541205

Task 3839 (Supervised Classification) JapaneseVowels 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
0.9891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8753
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8146.5487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0439
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2716
Cross-validation details (10-fold Crossvalidation)
Number of instances
9961
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6393
Cross-validation details (10-fold Crossvalidation)
Recall
0.9666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3685
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4422
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
124.8008
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
109.2007
Cross-validation details (10-fold Crossvalidation)