Run
385612

Run 385612

Task 268 (Supervised Classification) ecoli Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Eweka.attributeSelection.PrincipalComponents
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(11)_R0.95
weka.PrincipalComponents(11)_A5
weka.Ranker(2)_T-1.7976931348623157E308
weka.Ranker(2)_N-1

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
0.8979
Per class
Cross-validation details (33% Holdout set)
F measure
0.7938
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7367
Cross-validation details (33% Holdout set)
KB relative information score
74.5368
Cross-validation details (33% Holdout set)
Mean absolute error
0.0652
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1832
Cross-validation details (33% Holdout set)
Number of instances
110
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8093
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8091
Cross-validation details (33% Holdout set)
Prior entropy
2.2353
Cross-validation details (33% Holdout set)
Recall
0.8091
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3556
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3023
Cross-validation details (33% Holdout set)
Root mean squared error
0.2053
Cross-validation details (33% Holdout set)
Root relative squared error
0.6791
Cross-validation details (33% Holdout set)
SciMark benchmark
933.4598
UserCPU time millis
10
UserCPU time millis training
10