Run
541260

Run 541260

Task 3892 (Supervised Classification) hiva_agnostic 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
0.5796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-19290.0243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0682
Cross-validation details (10-fold Crossvalidation)
Number of instances
4229
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9371
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7482
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.221
Cross-validation details (10-fold Crossvalidation)
Recall
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.7058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1844
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.7191
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.7932
UserCPU time millis
2792.4179
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
78.0005
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2714.4174
Cross-validation details (10-fold Crossvalidation)