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Run
15539

Run 15539

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 04-06-2014 by Felicia West
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Flow

weka.Bagging_SMO_PolyKernel(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SMO_PolyKernel(1)_I40
weka.Bagging_SMO_PolyKernel(1)_P100
weka.Bagging_SMO_PolyKernel(1)_S1
weka.Bagging_SMO_PolyKernel(1)_Wweka.classifiers.functions.SMO
weka.Bagging_SMO_PolyKernel(1)_num-slots1
weka.SMO_PolyKernel(5)_C1.0
weka.SMO_PolyKernel(5)_L0.001
weka.SMO_PolyKernel(5)_N0
weka.SMO_PolyKernel(5)_P1.0E-12
weka.SMO_PolyKernel(5)_V-1
weka.SMO_PolyKernel(5)_W1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9927
Per class
F measure
0.9675
Per class
Kappa
0.9639
KB relative information score
591.804
Mean absolute error
0.1604
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9679
Per class
Predictive accuracy
0.9675
Prior entropy
3.3219
Recall
0.9675
Per class
Relative absolute error
0.8913
Root mean prior squared error
0.3
Root mean squared error
0.272
Root relative squared error
0.9068
SciMark benchmark
944.7871[563.93167687387211014.4538012229739482.7975877024999906.13200343296361756.6205822745662]