DEVELOPMENT... OpenML
Run
87774

Run 87774

Task 233 (Supervised Classification) kr-vs-kp 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
0.9857
Per class
Build CPU time
3.688
Build memory
131166480
F measure
0.9649
Per class
Kappa
0.9295
KB relative information score
977.7026
Mean absolute error
0.0356
Mean prior absolute error
0.4984
Number of instances
1054
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.965
Per class
Predictive accuracy
0.9649
Prior entropy
0.9986
Recall
0.9649
Per class
Relative absolute error
0.0714
Root mean prior squared error
0.4989
Root mean squared error
0.1617
Root relative squared error
0.324
SciMark benchmark
916.7338