Run
6060520

Run 6060520

Task 2077 (Supervised Classification) baseball Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_LWL_SimpleLogistic(1)Weka implementation of AttributeSelectedClassifier
weka.SimpleLogistic(6)_I0
weka.SimpleLogistic(6)_M500
weka.SimpleLogistic(6)_H50
weka.SimpleLogistic(6)_W0.0
weka.SimpleLogistic(6)_Atrue
weka.AttributeSelectedClassifier_LWL_SimpleLogistic(1)_Eweka.attributeSelection.CfsSubsetEval -L -P 1 -E 1
weka.AttributeSelectedClassifier_LWL_SimpleLogistic(1)_Sweka.attributeSelection.GreedyStepwise -B -T -1.7976931348623157E308 -N 22 -num-slots 1
weka.AttributeSelectedClassifier_LWL_SimpleLogistic(1)_Wweka.classifiers.lazy.LWL
weka.LWL_SimpleLogistic(1)_Atrue
weka.LWL_SimpleLogistic(1)_K-1
weka.LWL_SimpleLogistic(1)_U0
weka.LWL_SimpleLogistic(1)_Wweka.classifiers.functions.SimpleLogistic

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
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
499.9639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1164
Cross-validation details (10-fold Crossvalidation)
Number of instances
1340
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1789
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7441
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1828.1042
UserCPU time millis
48010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
48010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)