Run
548937

Run 548937

Task 3803 (Supervised Classification) water-treatment Uploaded 05-04-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
187.6442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1307
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2584
Cross-validation details (10-fold Crossvalidation)
Number of instances
527
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6176
Cross-validation details (10-fold Crossvalidation)
Recall
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3588
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8844
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.4354
UserCPU time millis
31.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.625
Cross-validation details (10-fold Crossvalidation)