Run
6058244

Run 6058244

Task 36 (Supervised Classification) segment Uploaded 31-07-2017 by Miguel Cachada
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Flow

weka.AdaBoostM1_JRip(4)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.JRip(7)_F3
weka.JRip(7)_N1.0237595722425668
weka.JRip(7)_O2
weka.JRip(7)_S1
weka.JRip(7)_Etrue
weka.AdaBoostM1_JRip(4)_P100
weka.AdaBoostM1_JRip(4)_S1
weka.AdaBoostM1_JRip(4)_I60
weka.AdaBoostM1_JRip(4)_Wweka.classifiers.rules.JRip

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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2275.3348
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1738.7428
UserCPU time millis
10880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10810
Cross-validation details (10-fold Crossvalidation)