Run
6042838

Run 6042838

Task 2068 (Supervised Classification) solar-flare Uploaded 23-07-2017 by Miguel Cachada
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Flow

weka.Vote_LMT(2)Ludmila I. Kuncheva (2004). Combining Pattern Classifiers: Methods and Algorithms. John Wiley and Sons, Inc.. J. Kittler, M. Hatef, Robert P.W. Duin, J. Matas (1998). On combining classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(3):226-239.
weka.Vote_LMT(2)_RMIN
weka.Vote_LMT(2)_S1
weka.Vote_LMT(2)_Bweka.classifiers.trees.LMT -C -P -I -1 -M 11 -W 0.0

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
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1827.557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
1066
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Windows 10', '10.0']
Precision
0.9927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0626
Cross-validation details (10-fold Crossvalidation)
Recall
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.42
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0558
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.712
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
878.9841
UserCPU time millis
15562.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
31.25
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15531.25
Cross-validation details (10-fold Crossvalidation)