Run
437706

Run 437706

Task 7532 (Learning Curve) monks-problems-1 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
0.7464 ± 0.0231
Per class
F measure
0.729 ± 0.0283
Per class
Kappa
0.4928 ± 0.046
KB relative information score
0.4928 ± 0.046
Mean absolute error
0.2536 ± 0.023
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8317 ± 0.01
Per class
Predictive accuracy
0.7464 ± 0.023
Prior entropy
1
Recall
0.7464 ± 0.023
Per class
Relative absolute error
0.5072 ± 0.046
Root mean prior squared error
0.5
Root mean squared error
0.5036 ± 0.0226
Root relative squared error
1.0072 ± 0.0452
SciMark benchmark
913.9348
UserCPU time millis
10
UserCPU time millis training
10