Run
329994

Run 329994

Task 262 (Supervised Classification) pendigits Uploaded 26-03-2015 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
0.9274
Per class
Cross-validation details (33% Holdout set)
F measure
0.864
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8548
Cross-validation details (33% Holdout set)
KB relative information score
3130.3998
Cross-validation details (33% Holdout set)
Mean absolute error
0.0261
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
3627
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8744
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8693
Cross-validation details (33% Holdout set)
Prior entropy
3.3208
Cross-validation details (33% Holdout set)
Recall
0.8693
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1452
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1617
Cross-validation details (33% Holdout set)
Root relative squared error
0.539
Cross-validation details (33% Holdout set)
SciMark benchmark
1356.4396
UserCPU time millis
7490
Cross-validation details (33% Holdout set)
UserCPU time millis testing
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
7470
Cross-validation details (33% Holdout set)