Run
6042830

Run 6042830

Task 36 (Supervised Classification) segment Uploaded 23-07-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_AdaBoostM1_LMT(2)Weka implementation of AttributeSelectedClassifier
weka.LMT(6)_Rtrue
weka.LMT(6)_I-1
weka.LMT(6)_M30
weka.LMT(6)_W0.027368107646712825
weka.AdaBoostM1_LMT(4)_P90
weka.AdaBoostM1_LMT(4)_S1
weka.AdaBoostM1_LMT(4)_I74
weka.AdaBoostM1_LMT(4)_Wweka.classifiers.trees.LMT
weka.AttributeSelectedClassifier_AdaBoostM1_LMT(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_AdaBoostM1_LMT(2)_Sweka.attributeSelection.BestFirst -D 0 -N 5
weka.AttributeSelectedClassifier_AdaBoostM1_LMT(2)_Wweka.classifiers.meta.AdaBoostM1

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
0.9969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2276.4983
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
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1642.3809
UserCPU time millis
76880
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
76670
Cross-validation details (10-fold Crossvalidation)