Run
437709

Run 437709

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 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
0.9646 ± 0.0164
Per class
F measure
0.9639 ± 0.017
Per class
Kappa
0.9278 ± 0.0337
KB relative information score
0.9276 ± 0.0339
Mean absolute error
0.0361 ± 0.0169
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9646 ± 0.015
Per class
Predictive accuracy
0.9639 ± 0.0169
Prior entropy
0.9989 ± 0.0008
Recall
0.9639 ± 0.0169
Per class
Relative absolute error
0.0723 ± 0.0339
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.19 ± 0.0435
Root relative squared error
0.3803 ± 0.0871
SciMark benchmark
941.3619