DEVELOPMENT... OpenML
Run
192471

Run 192471

Task 4644 (Supervised Classification) lymphoma_9classes 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
0.9733
Per class
F measure
0.9575
Per class
Kappa
0.9433
KB relative information score
875.9734
Mean absolute error
0.0093
Mean prior absolute error
0.1647
Number of instances
960
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9629
Per class
Predictive accuracy
0.9583
Prior entropy
2.564
Recall
0.9583
Per class
Relative absolute error
0.0562
Root mean prior squared error
0.2845
Root mean squared error
0.0962
Root relative squared error
0.3382
SciMark benchmark
935.5075
UserCPU time millis
1090
UserCPU time millis testing
10
UserCPU time millis training
1080