Run
10559904

Run 10559904

Task 2 (Supervised Classification) anneal Uploaded 08-06-2021 by Tan Zheng
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Flow

weka.classifiers.trees.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.classifiers.trees.J48(3)_U["false"]
weka.classifiers.trees.J48(3)_O["false"]
weka.classifiers.trees.J48(3)_C["0.25"]
weka.classifiers.trees.J48(3)_M["2"]
weka.classifiers.trees.J48(3)_R["false"]
weka.classifiers.trees.J48(3)_B["false"]
weka.classifiers.trees.J48(3)_S["false"]
weka.classifiers.trees.J48(3)_L["false"]
weka.classifiers.trees.J48(3)_A["false"]
weka.classifiers.trees.J48(3)_J["false"]
weka.classifiers.trees.J48(3)_-doNotMakeSplitPointActualValue["false"]
weka.classifiers.trees.J48(3)_output-debug-info["false"]
weka.classifiers.trees.J48(3)_-do-not-check-capabilities["false"]

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9679 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9096 ± 0.0251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.772 ± 0.066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.7382 ± 0.0551
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0437 ± 0.007
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1343 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
Weighted recall
0.912 ± 0.0302
Cross-validation details (10-fold Crossvalidation)
Number of instances
898
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Azul Systems, Inc.', '11.0.9.1', 'amd64', 'Windows 10', '10.0']
Precision
0.9097 ± 0.0191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912 ± 0.0302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1915 ± 0.0248
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3255 ± 0.0507
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2582 ± 0.0024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1461 ± 0.0152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5659 ± 0.0574
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2100.1601