DEVELOPMENT... OpenML
Run
191186

Run 191186

Task 10 (Supervised Classification) lymph Uploaded 26-02-2015 by Felicia West
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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
0.8513
Per class
F measure
0.8405
Per class
Kappa
0.7016
KB relative information score
95.3291
Mean absolute error
0.0777
Mean prior absolute error
0.2677
Number of instances
148
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8411
Per class
Predictive accuracy
0.8446
Prior entropy
1.2818
Recall
0.8446
Per class
Relative absolute error
0.2902
Root mean prior squared error
0.3639
Root mean squared error
0.2788
Root relative squared error
0.7659
SciMark benchmark
1250.8301
UserCPU time millis
10
UserCPU time millis training
10