Run
198602

Run 198602

Task 3699 (Supervised Classification) fri_c4_250_100 Uploaded 27-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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
0.5786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.4336
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.436
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.3347
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)