Run
6069501

Run 6069501

Task 28 (Supervised Classification) optdigits Uploaded 11-08-2017 by Miguel Cachada
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Flow

weka.HoeffdingTree(6)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(6)_L2
weka.HoeffdingTree(6)_S1
weka.HoeffdingTree(6)_E1.0E-7
weka.HoeffdingTree(6)_H0.05
weka.HoeffdingTree(6)_M0.01
weka.HoeffdingTree(6)_G200.0
weka.HoeffdingTree(6)_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
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4844.1526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0275
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5319
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5855
UserCPU time millis
1610
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
750
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
860
Cross-validation details (10-fold Crossvalidation)