Run
242609

Run 242609

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 02-03-2015 by Joaquin Vanschoren
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.01
weka.LibLINEAR(1)_B1.0

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
0.6023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15379.4808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
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
0.4969
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
854.5188
UserCPU time millis
7180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
7070
Cross-validation details (10-fold Crossvalidation)