Run
470506

Run 470506

Task 256 (Supervised Classification) nursery Uploaded 22-07-2015 by Joaquin Vanschoren
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Flow

weka.LibSVM(2)Yasser EL-Manzalawy (2005). WLSVM. URL http://www.cs.iastate.edu/~yasser/wlsvm/. Chih-Chung Chang, Chih-Jen Lin (2001). LIBSVM - A Library for Support Vector Machines. URL http://www.csie.ntu.edu.tw/~cjlin/libsvm/.
weka.LibSVM(2)_S0
weka.LibSVM(2)_K2
weka.LibSVM(2)_D3
weka.LibSVM(2)_G0.0
weka.LibSVM(2)_R0.0
weka.LibSVM(2)_C1.0
weka.LibSVM(2)_N0.5
weka.LibSVM(2)_P0.1
weka.LibSVM(2)_M40.0
weka.LibSVM(2)_E0.001
weka.LibSVM(2)_model/Users/joa/Downloads/weka-3-7-12
weka.LibSVM(2)_seed1

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
0.9728
Per class
Cross-validation details (33% Holdout set)
F measure
0.9594
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9451
Cross-validation details (33% Holdout set)
KB relative information score
3942.3787
Cross-validation details (33% Holdout set)
Mean absolute error
0.0149
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.273
Cross-validation details (33% Holdout set)
Number of instances
4276
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9637
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9628
Cross-validation details (33% Holdout set)
Prior entropy
1.7176
Cross-validation details (33% Holdout set)
Recall
0.9628
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0545
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3694
Cross-validation details (33% Holdout set)
Root mean squared error
0.122
Cross-validation details (33% Holdout set)
Root relative squared error
0.3301
Cross-validation details (33% Holdout set)
SciMark benchmark
941.6675
UserCPU time millis
27880
Cross-validation details (33% Holdout set)
UserCPU time millis testing
9790
Cross-validation details (33% Holdout set)
UserCPU time millis training
18090
Cross-validation details (33% Holdout set)