Run
191432

Run 191432

Task 2120 (Supervised Classification) satimage 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
0.8993
Per class
Cross-validation details (33% Holdout set)
F measure
0.8137
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7999
Cross-validation details (33% Holdout set)
KB relative information score
1674.2008
Cross-validation details (33% Holdout set)
Mean absolute error
0.0531
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.27
Cross-validation details (33% Holdout set)
Number of instances
2121
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
0.8277
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8406
Cross-validation details (33% Holdout set)
Prior entropy
2.4836
Cross-validation details (33% Holdout set)
Recall
0.8406
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1967
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3674
Cross-validation details (33% Holdout set)
Root mean squared error
0.2305
Cross-validation details (33% Holdout set)
Root relative squared error
0.6273
Cross-validation details (33% Holdout set)
SciMark benchmark
912.5006
UserCPU time millis
5710
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
5700
Cross-validation details (33% Holdout set)