Run
577999

Run 577999

Task 2077 (Supervised Classification) baseball Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.Bagging_LMT(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.LMT(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_W0.0
weka.Bagging_LMT(3)_P100
weka.Bagging_LMT(3)_S1
weka.Bagging_LMT(3)_num-slots1
weka.Bagging_LMT(3)_I10
weka.Bagging_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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
568.4013
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0545
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_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9367
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9433
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5456
Cross-validation details (10-fold Crossvalidation)
Recall
0.9433
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2405
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7151
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1429.5543
UserCPU time millis
12570
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
12550
Cross-validation details (10-fold Crossvalidation)