Run
277972

Run 277972

Task 4380 (Supervised Classification) pbc Uploaded 07-03-2015 by Jan van Rijn
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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
0.7707
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6883
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4022
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1441.011
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3259
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.495
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
4180
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7334
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6931
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9928
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6931
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.6583
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4951
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9952
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1360.2771
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)