DEVELOPMENT... OpenML
Run
87246

Run 87246

Task 3888 (Supervised Classification) grub-damage Uploaded 03-12-2014 by Felicia West
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Flow

weka.Bagging_SPegasos(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SPegasos(2)_I10
weka.Bagging_SPegasos(2)_P100
weka.Bagging_SPegasos(2)_S1
weka.Bagging_SPegasos(2)_Wweka.classifiers.functions.SPegasos
weka.Bagging_SPegasos(2)_num-slots1
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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.

21 Evaluation measures

Area under ROC curve
0.763
Per class
Build CPU time
0.3003
Build memory
658994440
F measure
0.7317
Per class
Kappa
0.3868
KB relative information score
37.4104
Mean absolute error
0.3187
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7354
Per class
Predictive accuracy
0.729
Prior entropy
0.9027
Recall
0.729
Per class
Relative absolute error
0.7356
Root mean prior squared error
0.465
Root mean squared error
0.4453
Root relative squared error
0.9578
SciMark benchmark
934.8065