Run
4787051

Run 4787051

Task 145682 (Supervised Classification) spectrometer Uploaded 07-07-2017 by Kelt Coolen
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_LogitBoost_DecisionStump(2)Weka implementation of AttributeSelectedClassifier
weka.LogitBoost_DecisionStump(11)_P100
weka.LogitBoost_DecisionStump(11)_L-1.7976931348623157E308
weka.LogitBoost_DecisionStump(11)_H1.0
weka.LogitBoost_DecisionStump(11)_Z3.0
weka.LogitBoost_DecisionStump(11)_O1
weka.LogitBoost_DecisionStump(11)_E1
weka.LogitBoost_DecisionStump(11)_S1
weka.LogitBoost_DecisionStump(11)_I10
weka.LogitBoost_DecisionStump(11)_Wweka.classifiers.trees.DecisionStump
weka.AttributeSelectedClassifier_LogitBoost_DecisionStump(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_LogitBoost_DecisionStump(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_LogitBoost_DecisionStump(2)_Wweka.classifiers.meta.LogitBoost

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
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
262.9696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Windows 10', '10.0']
Precision
0.4549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1644.6568
UserCPU time millis
468.75
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
468.75
Cross-validation details (10-fold Crossvalidation)