Run
2081422

Run 2081422

Task 8 (Supervised Classification) liver-disorders Uploaded 20-04-2017 by Arkesh Chatterjee
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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.

17 Evaluation measures

Area under ROC curve
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.5151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.458
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.5739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0138
Cross-validation details (10-fold Crossvalidation)