Run
576046

Run 576046

Task 2075 (Supervised Classification) abalone Uploaded 01-06-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_AdaBoostM1_LMT(1)Weka implementation of AttributeSelectedClassifier
weka.LMT(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_W0.0
weka.AttributeSelectedClassifier_AdaBoostM1_LMT(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_AdaBoostM1_LMT(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_AdaBoostM1_LMT(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_LMT(3)_P100
weka.AdaBoostM1_LMT(3)_S1
weka.AdaBoostM1_LMT(3)_I10
weka.AdaBoostM1_LMT(3)_Wweka.classifiers.trees.LMT

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
0.6615
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2155
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
687.7508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.2112
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2224
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2224
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9497
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1841
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0474
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1552.8777
UserCPU time millis
72200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
72160
Cross-validation details (10-fold Crossvalidation)