Run
191565

Run 191565

Task 3530 (Supervised Classification) re1.wc Uploaded 26-02-2015 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)_E0.001
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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1367.0952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.071
Cross-validation details (10-fold Crossvalidation)
Number of instances
1657
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8125
Cross-validation details (10-fold Crossvalidation)
Recall
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1544
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1883
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.556
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1331.6907
UserCPU time millis
510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
UserCPU time millis training
490
Cross-validation details (10-fold Crossvalidation)